Llama 3 MagicDolphin 8B by emnakamura

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  Merged Model   Arxiv:2403.19522   Autotrain compatible Base model:cognitivecomputatio... Base model:flammenai/mahou-1.2... Base model:flammenai/mahou-1.3... Base model:nbeerbower/llama-3-...   Conversational   Endpoints compatible   Llama   Region:us   Safetensors   Sharded   Tensorflow

Llama 3 MagicDolphin 8B Benchmarks

nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 3 MagicDolphin 8B (emnakamura/llama-3-MagicDolphin-8B)

Llama 3 MagicDolphin 8B Parameters and Internals

Model Type 
pre-trained language model
Additional Notes 
This model is a merge of several models using the Model Stock merge method.
Training Details 
Methodology:
Model Stock merge method using mergekit
LLM NameLlama 3 MagicDolphin 8B
Repository ๐Ÿค—https://huggingface.co/emnakamura/llama-3-MagicDolphin-8B 
Base Model(s)  Llama 3 SNAMD 8B   flammenai/Mahou-1.3a-llama3-8B   cognitivecomputations/dolphin-2.9.1-llama-3-8b   flammenai/Mahou-1.2a-llama3-8B   nbeerbower/llama-3-SNAMD-8B   flammenai/Mahou-1.3a-llama3-8B   cognitivecomputations/dolphin-2.9.1-llama-3-8b   flammenai/Mahou-1.2a-llama3-8B
Merged ModelYes
Model Size8b
Required VRAM16 GB
Updated2025-02-22
Maintaineremnakamura
Model Typellama
Model Files  9.9 GB: 1-of-2   6.1 GB: 2-of-2
Model ArchitectureLlamaForCausalLM
Context Length8192
Model Max Length8192
Transformers Version4.41.2
Tokenizer ClassPreTrainedTokenizerFast
Vocabulary Size128256
Torch Data Typebfloat16

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Note: green Score (e.g. "73.2") means that the model is better than emnakamura/llama-3-MagicDolphin-8B.

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227